FloodGTN_Prediction

This is official codes for the paper "Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates".

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
baselines		baselines
data		data
models		models
saved_models		saved_models
BaselinePrerocess.py		BaselinePrerocess.py
GraphTransformerPrerocess.py		GraphTransformerPrerocess.py
README.md		README.md
graph.py		graph.py
helper.py		helper.py
train_cnn.ipynb		train_cnn.ipynb
train_cnn_nofuture.ipynb		train_cnn_nofuture.ipynb
train_floodgtn_parallel.ipynb		train_floodgtn_parallel.ipynb
train_floodgtn_parallel_nofuture.ipynb		train_floodgtn_parallel_nofuture.ipynb
train_floodgtn_series.ipynb		train_floodgtn_series.ipynb
train_floodgtn_series_nofuture.ipynb		train_floodgtn_series_nofuture.ipynb
train_gcn.ipynb		train_gcn.ipynb
train_gcn_nofuture.ipynb		train_gcn_nofuture.ipynb
train_rnn.ipynb		train_rnn.ipynb
train_rnn_nofuture.ipynb		train_rnn_nofuture.ipynb
train_tcn.ipynb		train_tcn.ipynb
train_tcn_nofuture.ipynb		train_tcn_nofuture.ipynb
train_transformer_encoder.ipynb		train_transformer_encoder.ipynb
train_transformer_encoder_nofuture.ipynb		train_transformer_encoder_nofuture.ipynb

JimengShi/FloodGTN_Prediction